A New Approach to High-accuracy Road Orthophoto Mapping Based on Wavelet Transform

被引:5
|
作者
Yang, Ming [2 ,3 ]
Wang, Chunxiang [1 ]
Chen, Fang [2 ,3 ]
Wang, Bing [2 ,3 ]
Li, Hao [4 ]
机构
[1] Shanghai Jiao Tong Univ, Res Inst Robot, Shanghai 200240, Peoples R China
[2] Shanghai Jiao Tong Univ, Dept Automat, Shanghai 200240, Peoples R China
[3] Minist Educ China, Key Lab Syst Control & Informat Proc, Shanghai 200240, Peoples R China
[4] Mines Paris ParisTech, INRIA IMARA Team, Robot Lab, F-78153 Le Chesnay, France
来源
INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS | 2011年 / 4卷 / 06期
基金
中国国家自然科学基金;
关键词
orthophoto map; offline interpolation; image fusion; weighted median; wavelet transform; IMAGE FUSION;
D O I
10.1080/18756891.2011.9727887
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Existing orthophoto map based on satellite photography and aerial photography is not precise enough for road marking. This paper proposes a new approach to high-accuracy orthophoto mapping. The approach uses inverse perspective transformation to process the image information and generates the orthophoto fragment. The offline interpolation algorithm is used to process the location information. It processes the dead reckoning and the EKF location information, and uses the result to transform the fragments to the global coordinate system. At last it uses wavelet transform to divides the image to two frequency bands and uses weighted median algorithm to deal with them separately. The result of experiment shows that the map produced with this method has high accuracy.
引用
收藏
页码:1367 / 1374
页数:8
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